Mobile devices are only as useful as their battery lasts. Unfortunately, the operation and life of a mobile device's battery degrade over time and usage. The state-of-health (SoH) of batteries quantifies their degradation, but mobile devices are unable to support its accurate estimation -- despite its importance -- due mainly to their limited hardware and dynamic usage patterns, causing various problems such as unexpected device shutoffs or even fire/explosion. To remedy this lack of support, we design, implement and evaluate V-Health, a low-cost user-level SoH estimation service for mobile devices based only on their battery voltage, which is commonly available on all commodity mobile devices. V-Health also enables four novel use-cases that improve mobile users' experience from different perspectives. The design of V-Health is inspired by our empirical finding that the relaxing voltages of a device battery fingerprint its SoH, and is steered by extensive measurements with 15 batteries used for various commodity mobile devices, such as Nexus 6P, Galaxy S3, iPhone 6 Plus, etc. These measurements consist of 13,377 battery discharging/charging/resting cycles and have been conducted over 72 months cumulatively. V-Health has been evaluated via both laboratory experiments and field tests over 4-6 months, showing <5% error in SoH estimation.
翻译:移动设备只能像电池一样有用。 不幸的是,移动设备电池的操作和寿命随着时间和用途而退化。电池的健康状况(SoH)使电池的降解量量化,但移动设备尽管重要,却无法支持其准确估计 -- -- 尽管其重要性很大 -- -- 主要是因为其硬件和动态使用模式有限,造成诸如意外装置关闭或甚至火灾/爆炸等各种问题。为了补救这种缺乏支持的问题,我们设计、实施和评价V-健康,即仅根据电池电压(所有商品移动设备通常都有)的移动设备低费用用户水平的 SoH估计服务。 V-健康还使得四个新的使用案例能够从不同角度改进移动用户的经验。 V-健康的设计受到我们经验的启发,即设备电池指纹的软化电压导致其 SoH,并受到各种商品移动设备(如Nexus 6P、Galax S3、iPhone 6+等)所使用的15个电池的广泛测量结果的引导。这些测量包括13,377个电池的放电/Checking/H 4 实验周期和实地试验已经经过了13个月。